PDF Version DemoA Salesforce certification remains one of the clearest career accelerators in IT. The Salesforce Certified AI Specialist exam stands in the way, and the 157 practice questions at ActualPDF are the direct route through it.
Salesforce Salesforce-AI-Specialist Exam Overview:
| Certification Vendor: | Salesforce |
|---|---|
| Exam Name: | Salesforce Certified AI Specialist Exam |
| Exam Number: | Salesforce-AI-Specialist |
| Real Exam Qty: | 60 |
| Exam Price: | $0 USD (free first attempt through AI for All initiative until end of 2025); $100 USD retake fee |
| Exam Format: | Multiple Select, Multiple Choice |
| Available Languages: | English |
| Passing Score: | 73% |
| Exam Duration: | 105 minutes |
| Related Certifications: | Salesforce Certified Agentforce Specialist Salesforce Certified AI Associate |
| Certificate Validity Period: | No fixed expiration; maintenance modules required for credential maintenance |
| Sample Questions: |  |
| Exam Way: | Online proctored exam or onsite testing center |
| Pre Condition: | No formal prerequisites |
| Official Syllabus URL: | https://trailhead.salesforce.com/credentials/agentforcespecialist |
Salesforce Salesforce-AI-Specialist Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Model Builder | 8% | - Model management
|
| Agentforce Tools | 23% | - Agentforce and Copilot capabilities
|
| Generative AI in CRM Applications | 17% | - Generative AI concepts
|
| Einstein Trust Layer | 15% | - AI security and governance
|
| Prompt Builder | 37% | - Prompt engineering and configuration
|
Questions and Answers About Salesforce Certified AI Specialist
Salesforce Certified AI Specialist is an official Salesforce exam, listed under exam code Salesforce-AI-Specialist. A passing result earns you the AI Associate certification at the Professional level. It also ties into Salesforce Certified AI Associate, Salesforce Certified Agentforce Specialist, extending its value across your certification roadmap. Employers read this credential as verified competence, which is why it keeps appearing in job requirements.
Expect 60 questions inside 105 minutes on the Salesforce Certified AI Specialist exam. That pace punishes hesitation, so rehearse it: the ActualPDF software engine simulates the real exam scene, reminds you of the questions you got wrong, and pushes you to re-practice them until the clock stops being your enemy.
Passing Salesforce Certified AI Specialist requires 73%, and the official registration fee is $0 USD (free first attempt through AI for All initiative until end of 2025); $100 USD retake fee. Retakes charge the full $0 USD (free first attempt through AI for All initiative until end of 2025); $100 USD retake fee again, which is why experienced candidates treat preparation as the cheaper exam fee. Verify your readiness with repeated ActualPDF practice scores above the requirement before you commit to a date.
No formal prerequisites
Requirements evolve, so confirm the current conditions before registering on the official exam page.
Yes. ActualPDF provides a free download demo of the Salesforce Certified AI Specialist material, so you can check the content before choosing a version. After purchase, a one-year warranty covers you: the latest version is sent to you as it releases, free for 365 days, and after expiry you can extend the update service at a 50% discount.
Your purchase is covered by a 100% money-back guarantee with clear conditions. Take the Salesforce Certified AI Specialist exam within 60 days of purchase; if you fail, provide your unqualified result by submitting a scanned enrollment slip and the official Score Report PDF within 2 days of the exam, and the full refund is processed within 7 days. The exam must match your product, candidate and payer names must match, and attempts within 3 days of purchase, unused downloads, free materials, and expired orders are not covered. Alternatively, exchange for two other exam products of equal value, free, or wait for updates while keeping your original product's update service.
Delivery is instant: files unlock for download at payment and are emailed within one minute. If nothing arrives within 2 hours, check spam and contact customer service, which works 7/24 and normally replies within two hours. Installation is unlimited across your computers.
The Salesforce Certified AI Specialist syllabus spans 5 domains, led by Generative AI in CRM Applications (17%), Prompt Builder (37%), and Agentforce Tools (23%). The complete topic list is published above; candidates who study the map first rarely get lost later.
Salesforce Certified AI Specialist Sample Questions:
Question 1
An AI Specialist built a Field Generation prompt template that worked for many records, but users are reporting random failures with token limit errors.
What is the cause of the random nature of this error?
A. The number of tokens that can be processed by the LLM varies with total user demand.
B. The template type needs to be switched to Flex to accommodate the variable amount of tokens generated by the prompt grounding.
C. The number of tokens generated by the dynamic nature of the prompt template will vary by record.
Question 2
An AI Specialist at Universal Containers (UC) Is tasked with creating a new custom prompt template to populate a field with generated output. UC enabled the Einstein Trust Layer to ensure AI Audit data is captured and monitored for adoption and possible enhancements.
Which prompt template type should the AI Specialist use and which consideration should they review?
A. Field Generation, and that Dynamic Fields is enabled
B. Field Generation, and that Dynamic Forms is enabled
C. Flex, and that Dynamic Fields is enabled
Question 3
Universal Containers plans to enhance its sales team's productivity using Al.
Which specific requirement necessitates the use of Prompt Builder?
A. Predicting the likelihood of customers churning or discontinuing their relationship with the company
B. Creating a draft newsletter for an upcoming tradeshow
C. Creating an estimated Customer Lifetime Value (CLV) with historical purchase data
Question 4
Universal Containers is considering leveraging the Einstein Trust Layer in conjunction with Einstein Generative AI Audit Data.
Which audit data is available using the Einstein Trust Layer?
A. Masked data and toxicity score
B. Hallucination score and bias score
C. Response accuracy and offensiveness score
Question 5
After creating a foundation model in Einstein Studio, which hyperparameter should an AI Specialist use to adjust the balance between consistency and randomness of a response?
A. Presence Penally
B. Temperature
C. Variability
Solutions:
| Question 1 Answer: C | Question 2 Answer: A | Question 3 Answer: B | Question 4 Answer: A | Question 5 Answer: B |
